Ryan-Rhys / Heteroscedastic-BOLinks
Heteroscedastic Bayesian Optimisation in Numpy
☆23Updated 2 years ago
Alternatives and similar repositories for Heteroscedastic-BO
Users that are interested in Heteroscedastic-BO are comparing it to the libraries listed below
Sorting:
- Various code/notebooks to benchmark different ways we could estimate uncertainty in ML predictions.☆42Updated 4 years ago
- Code to accompany the paper "Constrained Bayesian Optimisation for Automatic Chemical Design" https://pubs.rsc.org/en/content/articlehtml…☆52Updated 2 years ago
- Bayesian Optimisation for String Spaces☆24Updated 4 years ago
- Benchmarking☆31Updated 3 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆62Updated last year
- Physics informed Bayesian network + autoencoder for matching process / variable / performance in solar cells.☆32Updated 4 years ago
- (NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination☆19Updated last year
- Library for training Gaussian Processes on Molecules☆36Updated 3 years ago
- List of papers on robust Bayesian optimization☆17Updated 3 years ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆56Updated 3 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆74Updated 3 years ago
- Bayesian optimization with conformal coverage guarantees☆28Updated 3 years ago
- A short and easy PyTorch implementation of E(n) Equivariant Graph Neural Networks☆139Updated 3 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 6 years ago
- Code to reproduce experiments in "Accelerating Bayesian Optimization for Protein Design with Denoising Autoencoders" (Stanton et al 2022)☆71Updated last year
- Olympus: a benchmarking framework for noisy optimization and experiment planning☆88Updated 11 months ago
- ☆44Updated 3 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆47Updated 4 years ago
- Multiobjective active learning with tunable accuracy/efficiency tradeoff and clear stopping criterion.☆41Updated 7 months ago
- Gaussian process augmented with a probabilistic model of expected system's behavior☆15Updated 3 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆73Updated 4 years ago
- Python Library for Generalized Gaussian Process Modeling☆25Updated 7 months ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆62Updated 3 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Updated last year
- Phoenics: Bayesian optimization for efficient experiment planning☆94Updated 6 years ago
- Automatic XRD classification for thin-film materials using CNNs, Class Activation Maps and Data Augmentation☆52Updated 5 years ago
- Official repository for the paper "Improving black-box optimization in VAE latent space using decoder uncertainty" (Pascal Notin, José Mi…☆30Updated 2 years ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13Updated 6 years ago
- Bayesian algorithm execution (BAX)☆51Updated 4 years ago